Efficient Expert Pruning for Sparse Mixture-of-Experts Language Models: Enhancing Performance and Reducing Inference Costs.
Enshu LiuJunyi ZhuZinan LinXuefei NingMatthew B. BlaschkoShengen YanGuohao DaiHuazhong YangYu WangPublished in: CoRR (2024)
Keyphrases
- language model
- mixture model
- language modeling
- document retrieval
- probabilistic model
- n gram
- query expansion
- speech recognition
- information retrieval
- language modelling
- domain experts
- retrieval model
- relevance model
- language model for information retrieval
- statistical language models
- document ranking
- test collection
- query terms
- expectation maximization
- keywords
- bayesian networks
- ad hoc information retrieval
- feature selection